Engineering the digital core of tomorrow’s energy infrastructure — from high‑voltage substations to agentic grid intelligence.

_{GridOS • Local‑first digital‑twin & high‑voltage telemetry operating system}

I operate at the convergence of high‑voltage power engineering, real‑time software systems, and applied artificial intelligence. My foundation is a degree in Business Administration and Engineering from RWTH Aachen University, with a deep specialization in Electrical Power Engineering.

I believe that the most advanced technical systems only create real value when they are understandable, testable, and operational in the real world. I focus on the complete digitization of high‑voltage assets — from substation automation and telemetry normalisation (IEC 61850, DNP3, MODBUS) to digital twins that faithfully mirror the physical grid, and AI pipelines that turn massive streams of operational data into autonomous, safe decisions.

graph TD
    subgraph "Domains I Merge Every Day"
        A[High‑Voltage & Energy Systems<br/>Substations • IEC 61850 • DER • Digital Twins]
        B[Real‑Time Software & Middleware<br/>Embedded→Edge→Cloud • Agentic Pipelines]
        C[Applied AI & Decision Intelligence<br/>Forecasting • Anomaly Detection • Autonomous Control]
    end

    A --- B
    B --- C
    A --- C

    style A fill:#0f172a,stroke:#38bdf8,stroke-width:2px,color:#e0f2fe
    style B fill:#0f172a,stroke:#38bdf8,stroke-width:2px,color:#e0f2fe
    style C fill:#0f172a,stroke:#38bdf8,stroke-width:2px,color:#e0f2fe

This diagram captures how I build: high‑voltage domain depth provides the physics, software engineering delivers the robust skeleton, and applied AI injects the intelligence — all grounded in the operational reality of critical infrastructure.

I master and integrate the following stack across cloud, edge, and bare‑metal environments — the same stack that digitises high‑voltage assets end‑to‑end:

What this stack unlocks every day:

• Real‑time grid telemetry — IEC 61850 MMS/GOOSE, DNP3, MODBUS TCP/RTU, MQTT Sparkplug, OPC‑UA
• Edge‑to‑cloud data fabrics — streaming architectures (Kafka, NATS, RabbitMQ), time‑series databases (TimescaleDB, InfluxDB), agentic middleware
• Digital twins & co‑simulation — physics‑informed models, hardware‑in‑the‑loop (HIL), real‑time 3D visualisation (Three.js, Unity, Unreal)
• AI/ML at the grid edge — forecasting, anomaly detection, autonomous Volt/VAR control, reinforcement learning for DER dispatch
• DevOps for critical infrastructure — GitOps, immutable infrastructure, zero‑trust security, automated compliance

I ship resilient, explainable systems that function under the constraints of high‑voltage environments — where a misstep isn’t an option. My approach:

• Architecture that respects safety, reliability, and real‑time requirements
• Explicit interfaces and comprehensive testing (unit, integration, hardware‑in‑the‑loop)
• Incremental delivery of complete subsystems rather than over‑promised monoliths
• Documentation that an operator in a control room can actually use

My core tools are Python, Rust, C++, FastAPI, real‑time data pipelines, and digital twin engines — and when a project calls for it, I build fluid frontends with React/Next.js or 3D dashboards with Three.js/Unreal.